METHOD OF CULTURING HUMAN INDUCED PLURIPOTENT STEM CELLS, CULTURE OF HUMAN INDUCED PLURIPOTENT STEM CELLS, AND METHOD OF PRODUCING CEREBRAL ORGANOIDS

Abstract
A method of culturing human induced pluripotent stem cells includes inoculating human induced pluripotent stem cells in a culture medium at an inoculation density of 1.0×104 to 1.0×106 cells/cm2 in a culture vessel and subjecting the human induced pluripotent stem cells to two-dimensional culturing. A method of producing cerebral organoids includes culturing a culture of the human induced pluripotent stem cells obtained by the method of culturing human induced pluripotent stem cells in a culture medium containing a BMP inhibitor and a transforming growth factor β (TGFβ) inhibitor to form cell aggregates, culturing the cell aggregates in a culture medium containing a Wnt signal transduction pathway potentiator and an extracellular matrix, and subjecting the culturing obtained in the culturing the cell aggregates to spinner culturing.
Description
TECHNICAL FIELD

The present invention relates to a method of culturing human induced pluripotent stem cells, a culture of human induced pluripotent stem cells, and a method of producing cerebral organoids.


BACKGROUND ART

Attempts have been made to utilize brains formed in vitro (cerebral organoids) for the development of therapeutic agents and diagnostic agents for brain diseases. For example, a method of culturing a cell mass of human induced pluripotent stem cells under high oxygen partial pressure conditions (Patent Document 1) or a method of culturing human induced pluripotent stem cells in an extracellular matrix (Patent Document 2) is known as a method of obtaining cerebral organoids.


PRIOR ART LITERATURE

Patent Document

  • Patent Document 1: United States Patent Application, Publication No. 2016/0289635
  • Patent Document 2: U.S. patent Ser. No. 10/407,664


DISCLOSURE OF INVENTION
Problems to be Solved by the Invention

In the process of brain development, neural stem cells derived from the ectoderm immediately after closure of the neural tube take a morphology, in which neuroepithelial cells are budded layeredly, and then produce nerve cells by asymmetric division. That is, the formation of cell aggregates having neuroepithelial cells that have budded layeredly is necessary for the formation of cerebral organoids.


By the way, human induced pluripotent stem cells differ greatly in properties depending on the kind of cell line and number of passages. Therefore, in order to stably obtain cerebral organoids from human induced pluripotent stem cells, it is conceived to be preferable to keep the properties of the human induced pluripotent stem cells constant and ensure a state suitable for the formation of cell aggregates having neuroepithelial cells that have budded layeredly, in the production of cerebral organoids.


The present invention has been made in consideration of the above circumstances, and an object of the present invention is to provide a method of culturing human induced pluripotent stem cells suitable for the formation of cell aggregates having neuroepithelial cells that have budded layeredly, in the production of cerebral organoids, a culture of human induced pluripotent stem cells, and a method of producing cerebral organoids using the culture of human induced pluripotent stem cells.


Means for Solving the Problems

That is, the present invention includes the following aspects.


(1) A method of culturing human induced pluripotent stem cells, including a step of inoculating human induced pluripotent stem cells in a culture medium at an inoculation density of 1.0×104 to 1.0×106 cells/cm2 in a culture vessel and subjecting the human induced pluripotent stem cells to two-dimensional culturing.


(2) The method of culturing human induced pluripotent stem cells according to (1), in which the step of carrying out the two-dimensional culturing includes a step of carrying out culturing in a culture medium that contains a Rho kinase inhibitor.


(3) The method of culturing human induced pluripotent stem cells according to (1) or (2), in which the step of carrying out the two-dimensional culturing includes a step of carrying out culturing in a culture medium that does not contain a Rho kinase inhibitor.


(4) The method of culturing human induced pluripotent stem cells according to any one of (1) to (3), in which a confluency after the step of carrying out the two-dimensional culturing is 70% to 100% by area.


(5) The method of culturing human induced pluripotent stem cells according to any one of (1) to (4), in which the culture vessel is a culture vessel subjected to a surface treatment that improves cell adhesiveness.


(6) A method of producing cerebral organoids, including:


a step 1 of culturing a culture of the human induced pluripotent stem cells obtained by the method of culturing human induced pluripotent stem cells according to any one of (1) to (5) in a culture medium containing a BMP inhibitor and a transforming growth factor β (TGFβ) inhibitor to form cell aggregates:


a step 2 of culturing the cell aggregates in a culture medium containing a Wnt signal transduction pathway potentiator and an extracellular matrix; and


a step 3 of subjecting the culturing obtained in the step 2 to spinner culturing.


(7) The method of producing cerebral organoids according to (6), in which the spinner culturing in the step 3 is spinner culturing in a culture medium that does not contain the extracellular matrix.


(8) A culture of human induced pluripotent stem cells, which produces three or more metabolites selected from the group consisting of metabolites shown in Table 1, where a production amount of each of the metabolites is within a range shown in Table 1.












TABLE 1








Production amount



Metabolite
(pmol/106 cells)









Glyceraldehyde 3-phosphate
100 to 200



Phosphocreatine
150 to 400



thymidine monophosphate (dTMP)
7 to 20



cytidine monophosphate (CMP)
25 to 80



uridine monophosphate (UMP)
50 to 200



Fructose 1,6-diphosphate
800 to 2,000



Adenosine monophosphate (AMP)
150 to 500



Inosine monophosphate (IMP)
400 to 800



guanosine triphosphate (GMP)
30 to 100



Uridine diphosphate (UDP)
80 to 250



Adenosine diphosphate (ADP)
350 to 900



Adenylosuccinic acid
1 to 30



Hydroxyproline
8 to 20



Creatine
100 to 400



2-Aminoadipic acid
100 to 350



N6-Acetyllysine
8 to 20



N6,N6,N6-Trimethyllysine
20 to 45



Kynurenine
20 to 45










(9) The culture of human induced pluripotent stem cells according to (8), in which the metabolites include adenylosuccinic acid.


(10) The culture of human induced pluripotent stem cells according to (8) or (9), in which the metabolites include inosine monophosphate.


(11) The culture of human induced pluripotent stein cells according to any one of (8) to (10), wherein the metabolites include adenosine monophosphate.


Effects of the Invention

According to the method of culturing human induced pluripotent stem cells of the above aspect, it is possible to provide a method of culturing human induced pluripotent stem cells that form human induced pluripotent stem cells suitable for forming neuroepithelial cells, in the production of cerebral organoids.





BRIEF DESCRIPTION OF THE DRAWINGS


FIG. 1 is a view representing bright field observation images and morphological evaluation of each cell aggregate in Experimental Example 2.



FIG. 2 is a view representing criteria for morphological evaluation of each cell aggregate in Experimental Example 2.



FIG. 3 is a view representing bright field observation images and morphological evaluation of each cell aggregate in Experimental Example 3.



FIG. 4 is graphs showing results of quantitative RT-PCR in Experimental Example 4.



FIG. 5 is a view showing immunostaining images of a human iPS culture of a sample A1 (low inoculation density: 1.4×103 cells/cm2) in Experimental Example 4.



FIG. 6 is a view showing immunostaining images of a human iPS culture of a sample A5 (high inoculation density: 34.3×103 cells/cm2) in Experimental Example 4.



FIG. 7A is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7B is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7C is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7D is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7E is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7F is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.



FIG. 7G is a Heat Map of metabolome analysis according to HCA in Experimental Example 5.





EMBODIMENTS FOR CARRYING OUT THE INVENTION

Hereinafter, the present invention will be described in more detail with reference to embodiments, but the present invention is not limited to the following embodiments.


Unless otherwise specified, each component exemplified in the present specification, for example, only one kind of component that is contained in a culture medium or only one kind of component that is used in each step can be used, or two or more kinds thereof can be used in combination.


In the present specification, the notation indicating a numerical range such as “A to B” is synonymous with “A or more and B or less”, and A and B shall be included in the numerical range.


In the present specification, the terms “medium including substance X” and “in the presence of substance X” mean a culture medium to which an exogenous substance X has been added, a culture medium including an exogenous substance X, or in the presence of an exogenous substance X. That is, when a cell or tissue present in the culture medium expresses, secretes, or produces the substance X endogenously, the endogenous substance X is distinguished from the exogenous substance X, and it is noted that a culture medium that does not include the exogenous substance X does not fall under the category of “medium including substance X” even when the culture medium includes the endogenous substance X.


<Method of Culturing Human Induced Pluripotent Stem Cells>


A method of culturing human induced pluripotent stem cells (hiPSCs) according to the present embodiment includes a step of inoculating human induced pluripotent stem cells in a culture medium at an inoculation density of 1.0×104 to 1.0×106 cells/cm2 in a culture container (hereinafter also referred to as “culture vessel”) and subjecting the human induced pluripotent stem cells to two-dimensional culturing.


In the method of culturing human induced pluripotent stem cells according to the present embodiment, in a case where the inoculation density of human induced pluripotent stem cells is within the above range, it is possible to produce a culture of human induced pluripotent stem cells which is suitable for forming neuroepithelial cells, in the production of cerebral organoids as shown in Examples below.


According to the method of culturing human induced pluripotent stem cells according to the present embodiment, it is suggested that intercellular signal transduction is important in the two-dimensional culturing of human induced pluripotent stem cells.


In a case where the inoculation density of the human induced pluripotent stem cells is less than the above lower limit value, the distance between the human induced pluripotent stem cells is long, and thus it is presumed that the intercellular signal transduction cannot sufficiently carried out until the human induced pluripotent stem cells proliferate. In addition, in a case where the inoculation density of the human induced pluripotent stem cells is less than the above lower limit value, the distances between the human induced pluripotent stem cells each vary during the process of the proliferation of the human induced pluripotent stem cells, and as a result, it is presumed that localization occurs in the concentration of intercellular transmitters and the like, and uniform intercellular signal transduction cannot be carried out.


On the other hand, in a case where the inoculation density of human induced pluripotent stem cells exceeds the above upper limit value, the time taken until being confluent is shortened, and thus it is presumed that intercellular signal transduction cannot be sufficiently carried out.


That is, in a case where the inoculation density of human induced pluripotent stem cells is within the above range, it is presumed that intercellular signal transduction can be carried out sufficiently, the localization of the concentration of intercellular transmitters is prevented, and as a result, it is possible to produce a culture of human induced pluripotent stem cells which is suitable for forming neuroepithelial cells, in the production of cerebral organoids.


Human induced pluripotent stem cells also include a genetically modified human induced pluripotent stem cell. The genetically modified human induced pluripotent stem cell can be prepared by transfecting ZFNs, TALEN, or CRISPR, which is an artificial nuclease, into human induced pluripotent stem cells. The artificial nuclease can introduce an insertion or deletion mutation by introducing a double strand DNA break (DSB) into a gene of interest and carrying out non-homologous end joining (NHEJ), which is one of the DSB repair mechanisms.


The human induced pluripotent stem cells mean cells in which pluripotency is induced by reprogramming somatic cells by a known method or the like. Specific examples thereof include cells obtained by reprograming differentiated somatic cells such as fibroblasts, peripheral blood mononuclear cells, or lymphocytes, by the expression of any combination of a plurality of genes selected from a group of reprogramming genes of Oct3/4, Sox2, Klf4, Myc (c-Myc, N-Myc, L-Myc), Glis1, Nanog, Sal14, Lin28, Esrrb, and the like, to induce the pluripotency.


The number of passages of human induced pluripotent stem cells is generally 1 to 100 times, preferably 5 to 80 times, and more preferably 10 to 40 times. In a case of using human induced pluripotent stem cells with the number of passages within the above range, it is possible to produce a culture of human induced pluripotent stem cells which is more suitable for forming neuroepithelial cells, in the production of cerebral organoids.


Two-dimensional culturing is a culturing method in which cells are two-dimensionally cultured in a state of adhering to a culture surface of a culture vessel or an extracellular matrix formed on a culture surface by a surface treatment.


Since the two-dimensional culturing according to the present embodiment allows human induced pluripotent stem cells to proliferate, the two-dimensional culturing can also be called expansion culturing.


In the two-dimensional culturing, the inoculation density of human induced pluripotent stem cells in a culture medium is 1.0×104 to 1.0×106 cells/cm2, and it is preferably 2.0×104 to 9.0×105 cells/cm2 and more preferably 3.0×104 to 8.0×105 cells/cm2. In a case where the inoculation density of pluripotent stem cells is within the above range, it is possible to produce a culture of human induced pluripotent stem cells which is suitable for forming neuroepithelial cells, in the production of cerebral organoids.


The inoculation density can be calculated by dividing the number of cells to be inoculated (unit: cells) by the area (cm2) of the culturing surface of the culture vessel.


The culture vessel is preferably a culture vessel of which the culturing surface has been subjected to a surface treatment for improving cell adhesiveness. Examples of the surface treatment for improving adhesiveness include a coating treatment with laminin such as laminin α5β1γ1, laminin α1β1γ1, or laminin 511E8, entactin, an extracellular matrix such as collagen, gelatin, vitronectin, polylysine, or polyornithine, and a positive charge treatment.


Examples of the form of the culture vessel include a flask, a tissue culture flask, a culture dish, a tissue culture dish, a multi-dish, a microplate, a micro-well plate, a multi-plate, a multi-well plate, a chamber slide, a petri dish, a tube, a tray, a culture bag, a microcarrier, a stack plate, and a spinner flask.


A culture medium that is used in two-dimensional culturing (hereinafter, also referred to as an “expansion culturing medium”) is preferably a feeder-free medium. Examples of the feeder-free medium include known culture media such as an hES9 medium, an hES9a culture medium, and an hESF-FX medium, and commercially available products such as TeSR-E8 (product name, manufactured by STEMCELL Technologies) and StemFit (registered trade name).


In the expansion culturing medium, in order to maintain differentiation potency, improve proliferation ability, and suppress cell death, human induced pluripotent stem cells can be cultured, before culturing in the feeder-free medium, in a culture medium which is the feeder-free medium containing a Rho kinase inhibitor (a ROCK inhibitor). That is, the two-dimensional culturing can include a step of carrying out culturing in a culture medium that contains a ROCK inhibitor. In a case where a culture medium obtained by adding a ROCK inhibitor to a feeder-free medium is used, the culturing period may be at most 5 days, and then the culturing is carried out in a feeder-free medium containing no ROCK inhibitor, generally for 1 day or more and preferably for 3 days or more. That is, the two-dimensional culturing can further include a step of carrying out culturing in a culture medium that does not contain a ROCK inhibitor.


The two-dimensional culturing preferably includes, in the following order; a step of carrying out culturing in a culture medium that contains a ROCK inhibitor and a step of carrying out culturing in a culture medium that does not contain a ROCK inhibitor.


Examples of the ROCK inhibitor include Y-27632 (CAS number: 129830-38-2), Fasudil/HA1077 (CAS number: 105628-07-7), H-1152 (CAS number: 871543-07-6), and Wf-536 (CAS number: 539857-64-2), as well as derivatives thereof.


The concentration of the ROCK inhibitor contained in the culture medium containing a ROCK inhibitor is generally such that the amount thereof provides a concentration of 0.1 μM or more and 100 μM or less, preferably such that the amount thereof provides a concentration of 1 μM or more and 80 μM or less, and more preferably such that the amount thereof provides a concentration of 5 μM or more and 50 μM or less.


The culture vessel during culturing is such that the temperature inside the container in which the culture vessel is placed is generally a temperature of 30° C. or higher and 50° C. or lower, preferably 32° C. or higher and 48° C. or lower, and more preferably 34° C. or higher and 46° C. or lower. The atmosphere of the culture vessel during culturing is such that the content proportion of the carbon dioxide inside the container in which the culture vessel is placed is generally 1% by volume or more and 15% by volume or less, preferably 2% by volume or more and 14% by volume or less, and more preferably 3% by volume or more and 13% by volume or less.


Human induced pluripotent stem cells can be dispersed before being subjected to two-dimensional culturing. The dispersion means separating cells into a cell population of 100 or less, preferably a cell population of 50 or less, and more preferably single cells, by a dispersion treatment such as an enzyme treatment or a physical treatment. Examples of the dispersion treatment include a mechanical dispersion treatment, a cell dispersion liquid treatment, and a treatment of adding a cell protecting agent. These treatments can be combined. Among these, a cell dispersion liquid treatment is preferable.


Examples of the cell dispersion liquid that is used in the cell dispersion liquid treatment include a solution containing any of enzymes such as trypsin, collagenase, hyaluronidase, elastase, pronase, DNase, and papain; and a chelating agent such as ethylenediaminetetraacetic acid. Examples of the commercially available cell dispersion liquid include TrypLE Select and TrypLE Express manufactured by Thermo Fisher Scientific, Inc. Examples of the mechanical dispersion treatment include a pipetting treatment and a scraping operation with a scraper. The dispersion treatment can be carried out by combining the cell dispersion liquid treatment and the mechanical dispersion treatment.


Before dispersing human induced pluripotent stem cells, a treatment with a cell protecting agent can be carried out to prevent cell death. Examples of the cell protecting agent include fibroblast growth factor (hereinafter, also referred to as “FGF”), heparin, a ROCK inhibitor, an insulin-like growth factor (hereinafter, also referred to as “1GF”), serum, and a serum substitute.


The confluency (the occupied area occupied by cells) after the two-dimensional culturing is preferably 70% to 100% by area, more preferably 75% to 100% by area, still more preferably 80% to 100% by area. In a case where the confluency is within the above range, it is possible to obtain a cell culture having more uniform properties. It is noted that confluency referred to herein is the percentage of the proportion of the area occupied by the culture of human induced pluripotent stem cells after the two-dimensional culturing step with respect to the total area of the culturing surface of the culture vessel.


<Culture of Human Induced Pluripotent Stem Cells>


The culture of human induced pluripotent stem cells according to the present embodiment can be produced by the method of culturing human induced pluripotent stem cells according to the present embodiment.


The culture of human induced pluripotent stem cells according to the present embodiment produces three or more metabolites selected from the group consisting of metabolites shown in Table 2, where the production amount of each of the metabolites is within a range shown in Table 2, and the metabolites and the production amounts thereof can be checked by metabolome analysis. The metabolite candidates shown in Table 2 can be extracted by subjecting the results of the metabolome analysis of the culture of human induced pluripotent stem cells obtained at a low inoculation density and the culture of pluripotent stem cells according to the present embodiment to a hierarchical cluster analysis (abbreviated as “HCA”).


Among the metabolites shown in Table 2, adenylosuccinic acid, inosine monophosphate (IMP), and adenosine monophosphate (AMP), which are related to purine metabolism, are particularly characteristical metabolites in the culture of human induced pluripotent stem cells according to the present embodiment, and the culture of human induced pluripotent stem cells is preferably such that at least one of these three has a production amount shown in Table 2.












TABLE 2








Production amount



Metabolite
(pmol/106 cells)









Glyceraldehyde 3-phosphate
100 to 200



Phosphocreatine
150 to 400



thymidine monophosphate (dTMP)
7 to 20



cytidine monophosphate (CMP)
25 to 80



uridine monophosphate (UMP)
50 to 200



Fructose 1,6-diphosphate
800 to 2,000



Adenosine monophosphate (AMP)
150 to 500



Inosine monophosphate (IMP)
400 to 800



guanosine triphosphate (GMP)
30 to 100



Uridine diphosphate (UDP)
80 to 250



Adenosine diphosphate (ADP)
350 to 900



Adenylosuccinic acid
1 to 30



Hydroxyproline
8 to 20



Creatine
100 to 400



2-Aminoadipic acid
100 to 350



N6-Acetyllysine
8 to 20



N6,N6,N6-Trimethyllysine
20 to 45



Kynurenine
20 to 45










<Method of Producing Cerebral Organoids>


A method of producing a cerebral organoid according to the present embodiment has a step 1 of culturing a culture of human induced pluripotent stem cells obtained by the above-described method of culturing the culture of human induced pluripotent stem cells in a culture medium (hereinafter, also referred to as a “culture medium 1”) containing a BMP inhibitor and a transforming growth factor β (TGFβ) inhibitor to form cell aggregates; a step 2 of culturing the cell aggregates in a culture medium (hereinafter, also referred to as a “culture medium 2”) containing a Wnt signal transduction pathway potentiator and an extracellular matrix (hereinafter, also referred to as an “ECM”); and a step 3 of subjecting the culturing of the step 2 to spinner culturing.


According to the method of producing cerebral organoids according to the present embodiment, in the step 2, cell aggregates having neuroepithelial cells that have budded layeredly are formed in the culturing of the step 2. In addition, cerebral organoids in which telencephalon markers such as FOXG1 and SIX3 are sufficiently expressed can be formed.


The culturing in the step 1 and the step 2 is preferably suspension culturing.


The suspension culturing refers to carrying out culturing while maintaining a state in which cultured cells are suspended in a culture solution and a method of carrying out the culturing. The suspension culturing refers to culturing that is carried out under conditions in which cultured cells are not allowed to adhere to the culturing surface of the culture vessel.


The culture vessel that is used in the suspension culturing is preferably a culture vessel of which the culturing surface is cell non-adhesive. Examples of the culture vessel of which the culturing surface is cell non-adhesive include a flask, a tissue culture flask, a culture dish, a tissue culture dish, a multi-dish, a microplate, a micro-well plate, a multi-plate, a multi-well plate, a chamber slide, a petri dish, a tube, a tray, a culture bag, a microcarrier, a bead, a stack plate, a spinner flask, and a roller bottle and the like of which the surface has been subjected to a cell non-adhesive treatment with an MPC polymer or the like as well as those which have been processed into an unevenness shape.


[Step 1]


In the step 1, a culture of human induced pluripotent stem cells is cultured in the culturing medium 1 to form cell aggregates. A cell aggregate exhibits a state in which two or more cells adhere to form an aggregate and is also referred to as a neurosphere.


As the culture vessel that is used for culturing in the culturing medium 1, a culture vessel having a narrow culture space can be used so that the cultured cells can aggregate to each other. Examples of the culture vessels having a narrow culture space include V-bottom plates of a 24-well plate (having an area of 1.88 cm2 in terms of flat bottom), a 48-well plate (having an area of 1.0 cm2 in terms of flat bottom), and a 96-well plate (having an area of 0.3 cm2 in terms of flat bottom).


The culture medium 1 contains a BMP inhibitor and a TGFβ inhibitor. The culture medium 1 is generally prepared by adding a BMP inhibitor, a TGFβ inhibitor, and the like to a basal medium.


Examples of the basal medium include a BME culture medium, a BGJb medium, a CMRL 1066 medium, a Glasgow MEM (GMEM) culture medium, an Improved MEM Zinc Option medium, an IMDM medium, a Medium 199 medium, an Eagle MEM medium, an αMEM medium, a DMEM medium, an F-12 medium, a DMEM/F12 medium, an IMDM/F12 medium, a Ham's medium, an RPM1 1640 medium, and a Fischer's medium; and a culture medium of a mixed culture medium thereof; as well as a culture medium obtained by reducing components related to neuronal differentiation from these culture medium. Among these, a culture medium obtained by reducing components related to neuronal differentiation is preferable.


Examples of the BMP inhibitor include chordin, nogin, follistatin, and dorsomorphin (6-[4-(2-piperidine-1-yl-ethoxy)phenyl]-3-pyridine-4-yl-pyrazolo[1,5-a]pyrimidine), DMH1 (4-[6-(4-isopropoxyphenyl)pyrazolo[1,5-a]pyrimidine-3-yl]quinoline, 4-[6-[4-(1-methylethoxy)phenyl]pyrazolo[1,5-a]pyrimidine-3-yl]-quinoline), and LDN193189 (4-(6-(4-(piperidine-1-yl)phenyl)pyrazolo[1,5-a]pyrimidine-3-yl)quinoline). Among these, dorsomorphin or LDN193189 is preferable.


The concentration of the BMP signaling pathway inhibitor contained in the culture medium 1 is preferably 0.5 μM or more and 10 μM or less, more preferably 0.75 μM or more and 5 μM or less, and still more preferably 1 μM or more and 3 μM or less.


The TGFβ inhibitor is a substance that inhibits the signal transduction pathway that is transduced by the Smad family, and examples of the TGF-β inhibitor include A83-01 (CAS number: 909910-43-6), SB-431542 (CAS number: 301836-41-9), SB-505124 (CAS number: 694433-59-5), SB-525334 (CAS number: 356559-20-1), LY364947 (CAS number: 396129-53-6), SD-208 (CAS number: 627536-09-8), and SJN2511 (CAS number: 446859-33-2). Among these, A83-01 or SB-431542 is preferable.


The concentration of the TGFβ inhibitor contained in the culture medium 1 is preferably 0.5 μM or more and 10 μM or less, more preferably 0.75 μM or more and 5 μM or less, and still more preferably 1 μM or more and 3 μM or less.


The culture medium 1 can further contain a neurobiological supplement, a culture medium supplement, serum, a serum substitute, and an antibacterial agent, as well as a serum-derived protein such as insulin or albumin.


Examples of the neurobiological supplement include a B27 supplement (product name, manufactured by Thermo Fisher Scientific, Inc.) containing biotin, cholesterol, linoleic acid, linolenic acid, progesterone, putrescine, retinol, retinyl acetate, sodium selenite, triiodothyronine (T3), DL-α-tocopherol (vitamin E), albumin, insulin, and transferrin; and an N2 supplement containing human transferrin, bovine insulin, progesterone, putrescine, and sodium selenite.


Examples of the culture medium supplement include a glutamic acid-containing supplement such as “GlutaMax series” (product name, manufactured by Thermo Fisher Scientific, Inc.) containing L-glutamic acid and a dipeptide obtained from L-glutamic acid, an amino acid solution such as “MEM Non-Essential Amino Acids Solution” (product name, manufactured by Thermo Fisher Scientific, Inc.), and 2-mercaptoethanol.


Examples of the antibacterial agent include a penicillin-based antibiotic, a cephem-based antibiotic, a macrolide antibiotic, a tetracycline-based antibiotic, a fosfomycin-based antibiotic, an aminoglycoside-based antibiotic, and a new quinolone antibiotic.


The culturing period is generally 1 day or more, preferably 3 days or more and 14 days or less, and more preferably 4 days or more and 12 days or less.


The culture vessel during culturing has generally a temperature of 30° C. or higher and 50° C. or lower, preferably 32° C. or higher and 48° C. or lower, and more preferably 34° C. or higher and 46° C. or lower. The atmosphere of the culture vessel during culturing is such that the content proportion of the carbon dioxide inside the container is generally 1% by volume or more and 15% by volume or less, preferably 2% by volume or more and 14% by volume or less, and more preferably 3% by volume or more and 13% by volume or less.


The culture of human induced pluripotent stem cells can be dispersed before being subjected to culturing in the culturing medium 1. The treatment method of dispersion is the same as the treatment method of dispersion described in the two-dimensional culturing step.


[Step 2]


In the step 2, the cell aggregates obtained in the step 1 are cultured in the culturing medium 2 to form cell aggregates having neuroepithelial cells that have budded layeredly (hereinafter, also referred to as “cell aggregates of the step 2”).


The step 2 can be carried out continuously by replacing only the culture medium without taking out the cell aggregates of the step 1 or can be carried out after taking out the cell aggregates of the step 1.


The culturing period is generally 1 day or more, preferably 3 days or more and 14 days or less, and more preferably 4 days or more and 12 days or less.


The culture vessel during culturing is such that the temperature inside the container in which the culture vessel is placed is generally a temperature of 30° C. or higher and 50° C. or lower, preferably 32° C. or higher and 48° C. or lower, and more preferably 34° C. or higher and 46° C. or lower. The atmosphere of the culture vessel during culturing is such that the content proportion of the carbon dioxide inside the container in which the culture vessel is placed is generally 1% by volume or more and 15% by volume or less, preferably 2% by volume or more and 14% by volume or less, and more preferably 3% by volume or more and 13% by volume or less.


The culture medium 2 is a culture medium containing a Wnt signal transduction pathway potentiator and ECM, which are related to the proliferation and maintenance of the undifferentiated state of stem cells. The culture medium 2 is generally prepared by adding a Wnt signal transduction pathway potentiator, ECM, and the like to a basal medium.


Examples of the basal medium include a BME medium, a BGJb medium, a CMRL1066 medium, GMEM (product name, manufactured by Thermo Fisher Scientific, Inc.), an Improved MEM Zinc Option medium (product name, manufactured by Thermo Fisher Scientific, Inc.), an IMDM medium, Medium 199 (product name, manufactured by Thermo Fisher Scientific, Inc.), an Eagle's MEM medium, an αMEM medium, a DMEM medium, a Ham's medium, a Ham's F-12 medium, and an RPMI1640 medium, as well as a mixture thereof.


Examples of the Wnt signal transduction pathway potentiator include a GSK-3β inhibitor, a Wnt protein, and a Wnt agonist. Among these, a GSK-3β inhibitor or a Wnt protein is preferable. The concentration of the Wnt signal transduction pathway potentiator contained in the culture medium 2 is generally 0.1 μM or more and 10 μM, and preferably 0.2 μM or more and 5 μM or less.


Examples of the GSK-3β inhibitor include CHIR99021 (CAS number: 252917-06-9), kenpaullone (CAS number: 142273-20-9), and 6-bromoindirubin-3′-oxime (BIO, CAS number: 667463-62-9). Among these, CHIR99021 is preferable.


The Wnt protein is preferably a Wnt protein derived from mammals. Examples of the mammalian Wnt protein include Wnt1, Wnt2, Wnt2b, Wnt3, Wnt3a, Wnt4, Wnt5a, Wnt5b, Wnt6, Wnt7a, Wnt7b, Wnt8a, Wnt8b, Wnt9a, Wnt9b, Wnt10a, Wnt10b, Wnt11, and Wnt16. Among these, Wnt3a is preferred, and Wnt3a is more preferably a complex with afamin.


Examples of the method of carrying out culturing in a culture medium containing ECM include a method of embedding the cell aggregates of the step 1 in ECM and carrying out culturing thereof and a method of culturing the cell aggregates of the step 1 in a culture medium mixed with ECM. Among these, a method of culturing the cell aggregates of the step 1 in a culture medium mixed with ECM is preferable.


The culture medium mixed with ECM can be prepared by carrying out mixing so that the volume of ECM is generally 1% by volume or more, preferably 5% by volume or more and 100% by volume or less, and more preferably 10% by volume or more and 90% by volume or less with respect to the volume of components other than the ECM in the culture medium. Examples of the method of mixing ECM include a pipetting method on an ice bath. The mixing means that no ECM is visually observed in the culture medium.


Examples of the ECM include a component contained in the basement membrane and a glycoprotein present in the intercellular space. Examples of the component contained in the basement membrane include type IV collagen, laminin, heparan sulfate proteoglycan, and entactin. As the ECM, a commercially available product containing ECM can be used. Examples of the glycoprotein present in the intercellular space include collagen, laminin, entactin, fibronectin, and heparin sulfate. Examples of the commercially available product containing ECM include Matrigel (product name, manufactured by Corning Incorporated) and human type laminin (product name, manufactured by Sigma-Aldrich Co., LLC).


The culture medium 2 preferably further contains a TGFβ inhibitor. Examples of the TGFβ inhibitor include the same ones as those in the culture medium 1 described above. Among these, SB-431542 or SC-203294, which can selectively inhibit the kinase activity of ALK5, is preferable. The concentration of the TGF-β inhibitor contained in the culture medium 2 is generally 0.1 μM or more and 20 μM or less and preferably 0.1 μM or more and 10 μM or less.


The culture medium 2 can further contain a neurobiological supplement, a culture medium supplement, a serum-derived protein such as insulin or albumin, serum, and a serum substitute. The details of the neurobiological supplement and the culture medium supplement include the same ones as those shown as exemplary examples in the above-described culture medium 1.


[Step 3]


In the step 3, the cell aggregates of the step 2 are matured through the spinner culturing to form glial cells, thereby forming cerebral organoids. Here, the culturing medium that is used in the spinner culturing is referred to as a culture medium 3.


In the step 3, the cell aggregates of the step 2 can be continuously cultured by replacing only the culturing medium from the culturing medium 2 to the culturing medium 3 without taking out the cell aggregates of the step 2 from the culture vessel, or the cell aggregates of the step 2 can be taken out from the culture vessel, transferred to another culture vessel, and then cultured in the culturing medium 3.


The culturing period is generally 1 day or more, preferably 2 days or more and 700 days or less, and more preferably 10 days or more and 365 days or less. The culture vessel during culturing is such that the temperature inside the container in which the culture vessel is placed is generally a temperature of 30° C. or higher and 50° C. or lower, preferably 32° C. or higher and 48° C. or lower, and more preferably 34° C. or higher and 46° C. or lower. The atmosphere of the culture vessel during culturing is such that the content proportion of the carbon dioxide inside the container in which the culture vessel is placed is generally 1% by volume or more and 15% by volume or less, preferably 2% by volume or more and 14% by volume or less, and more preferably 3% by volume or more and 13% by volume or less.


As the culture vessel that is used in the spinner culturing, a cell non-adhesive culture vessel is generally used.


The culture medium 3 generally contains a basal medium. In addition, the culture medium 3 is generally prepared by adding other components such as a neurobiological supplement, a culture medium supplement, a serum-derived protein such as insulin or albumin, serum, and a serum substitute, to a basal medium. Examples of the basal medium include those exemplified in the culture medium 2 described above.


It is preferable that the culture medium 3 contains substantially no ECM. “Containing substantially no ECM” means that no ECM is intendedly added to the culture medium 3, where ECM mixed as an unavoidable impurity is allowed.


The culture medium 3 can further contain at least one selected from the group consisting of a neurobiological supplement, a culture medium supplement, a serum-derived protein such as insulin or albumin, serum, and a serum substitute. The details of the neurobiological supplement and the culture medium supplement include the same ones as those described in the above-described culture medium 1.


The cerebral organoids produced by the method of producing cerebral organoids according to the present embodiment preferably contain telencephalon or telencephalon portion-like tissue. Here, the telencephalon portion-like tissue includes cerebral cortex, basal ganglia, hippocampus, choroid plexus, and the like. Here, whether or not a cerebral organoid contains the telencephalon or telencephalon portion-like tissue can be determined morphologically. Alternatively, the determination can be made by measuring the expression of a marker gene or marker protein characteristic of each tissue.


Examples of the telencephalon marker include FOXG1 and SIX3. In addition, examples of the cerebral cortex marker include CTIP2 which is a cerebral cortex layer V marker, and SATB2 which is a cerebral cortex layer II/III marker. In addition, examples of the basal ganglia marker include NKX2.1 and GSH2. In addition, examples of the hippocampus marker include KA 1 and ZBTB2. In addition, examples of the choroid plexus marker include TTR and LMX1A.


It is preferable that in the cerebral organoid, the expression of OTX2, which is a forebrain and midbrain marker, is suppressed.


In a case where the culturing period in the step 3 is extended, more telencephalon or telencephalon portion-like tissue can be contained in the cerebral organoid.


<Drug Efficacy Evaluation Method>


A drug efficacy evaluation method includes a step of bringing the above-described cerebral organoid into contact with a test substance (hereinafter, also referred to as a “step A”), and a step of examining an effect of the test substance on the cerebral organoid (hereinafter, also referred to as a “step B”).


In the step A, examples of the test substance include a natural compound library, a synthetic compound library, an existing drug library, and a metabolite library. The existing drugs include, for example, AZD2858 and a methylthioninium chloride hydrate. In addition, a new drug can be used as the test substance.


In the step B, the effect of the test substance on the cerebral organoid can be examined (evaluated) by Western blotting, ELISA, or immunostaining.


Further, before the step A, it is possible to provide a step of transplanting the cerebral organoid into the brain of a mammal (hereinafter, also referred to as a “step a”). In a case where cerebral organoids exhibit an Alzheimer's disease-like pathological condition, the drug efficacy of the test substance can be evaluated in an environment similar to that of a living body suffering from Alzheimer's disease in a case where the step a is provided.


EXAMPLES

Hereinafter, the present embodiment will be described in more detail based on Examples. However, the present embodiment is not limited to these Examples.


Experimental Example 1

(Culturing of Human iPS Cells)


Human iPS cells (a PChiPS771 strain, Lot. A01QM28, manufactured by ReproCELL Inc.) were washed with phosphate buffered physiological saline (PBS) and then dispersed into single cells using TrypLE Select (manufactured by Thermo Fisher Scientific, Inc.). The dispersed human iPS cells were inoculated in a culture medium at the inoculation density shown in Table 3, and the culture vessel was placed in an incubator (37° C., 1 atm, CO2 concentration: 5 v/v %) to carry out culturing.


A 60 mm dish (for cell culturing, manufactured by IWAKI & CO., LTD.) coated with a human recombinant laminin fragment (product name: “iMatrix-511”, manufactured by Nippi. Inc.) containing only the active site of laminin-511 was used as the culture vessel, and a culture medium obtained by adding Y27632 (a ROCK inhibitor, concentration in culture medium: 10 μM) to a basal medium (StemFit AK02N medium, manufactured by Ajinomoto Co., Inc.) was used as the culturing medium.


One day after the start of culturing, the culturing medium was exchanged with a culture medium containing only a basal medium (StemFit AK02N medium, manufactured by Ajinomoto Co., Inc.) that did not contain Y27632. Thereafter, the culturing medium was exchanged with a culture medium containing only the basal medium every day and the culturing was carried out for 7 days to obtain each human iPS cell culture.












TABLE 3








Inoculation density



Sample
(×103 cells/cm2)



















A1
1.4



A2
4.3



A3
8.6



A4
17.1



A5
34.3










Experimental Example 2

(Formation of Cell Aggregates Having Neuroepithelial Cells that have Budded Layeredly)


The human iPS cell culture obtained in Experimental Example 1 was subjected to a cell dispersion liquid treatment by using TrypLE Select (product name, manufactured by Thermo Fisher Scientific, Inc.) and further dispersed into single cells by a pipetting operation. The dispersed human iPS cells were inoculated in a 96-well plate (product name: “PrimeSurface 96V bottom plate”, manufactured by Sumitomo Bakelite Co., Ltd.) so that the cell density was 1×104 cells/well in the culturing medium 1 of 100 μL/well, having the composition shown in Table 4, and were cultured in an incubator (37° C., 1 atm, CO2 concentration: 5 v/v %) for 7 days (7 days after the start of culturing of the human iPS cells) to obtain aggregates.


The culturing medium 1 was removed, the culturing medium 2 having the composition shown in Table 5 was added to an amount of 150 μL/well, and the aggregates of the human iPS cells were further subjected to suspension culturing with stirring in an incubator (37° C., CO2 concentration: 5 v/v %) for 7 days (14 days after the start of culturing of the human iPS cells) to form cell aggregates.



FIG. 1 shows bright field images obtained with an optical microscope and morphological evaluation of the cell aggregates on the 7th day and 14th day from the start of culturing of the human iPS cells.


It is noted that the morphological evaluation of the cell aggregates was carried out based on the criteria shown in FIG. 2 using the bright field images obtained with an optical microscope on the 14th day after the start of culturing of the human iPS cells.










TABLE 4





Component
Content

















Basal medium
StemFit AK02N




(product name, manufactured by



Ajinomoto Co., Inc.)


Culture
MEM Non-Essential Amino Acids
Using amount: an amount that provides


medium
Solution (100X)
a concentration diluted by 200-fold with


supplement
(product name, manufactured by
respect to the basal medium



Thermo Fisher Scientific, Inc.)



Penicillin-streptomycin mixed
Using amount: an amount that provides



solution, sterilization test,
a concentration diluted by 100-fold with



mycoplasma, endotoxin tested
respect to the basal medium



(product name, manufactured by



Nacalai Tesque Inc.)



DMEM, low glucose, GlutaMAX ™
Using amount: an amount that provides



Supplement, pyruvate
a concentration diluted by 100-fold with



(product name, manufactured by
respect to the basal medium



Thermo Fisher Scientific, Inc.)



2-mercaptoethanol
Using amount: an amount that provides



(product name, manufactured by
a concentration diluted by 1,000-fold



Thermo Fisher Scientific, Inc.)
with respect to the basal medium


BMP inhibitor
Dorsomorphin
Final concentration: 2 μM


TGF-β inhibitor
A83-01
Final concentration: 2 μM

















TABLE 5





Component
Content

















Basal medium
DMEM/F-12, HEPES




(product name, manufactured by



Thermo Fisher Scientific, Inc.)


Culture medium
MEM Non-Essential Amino Acids
Using amount: an amount that provides a


supplement
Solution (100X)
concentration diluted by 200-fold with



(product name, manufactured by
respect to the basal medium



Thermo Fisher Scientific, Inc.)



Penicillin-streptomycin mixed
Using amount: an amount that provides a



solution, sterilization test,
concentration diluted by 100-fold with



mycoplasma, endotoxin tested
respect to the basal medium



(product name, manufactured by



Nacalai Tesque Inc.)



DMEM, low glucose,
Using amount: an amount that provides a



GlutaMAX ™ Supplement,
concentration diluted by 100-fold with



pyruvate
respect to the basal medium



(product name, manufactured by



Thermo Fisher Scientific, Inc.)


Wnt signal
Wnt-3a, Human, Recombinant
Final concentration: 4 ng/mL


potentiator
(product name, manufactured by



R&D Systems)



CHIR99021
Final concentration: 1 μM


TGF-β inhibitor
SB-431542
Final concentration: 1 μM


Extracellular
Matrigel
Final concentration: 30% by volume


matrix

















TABLE 6





Component
Content

















Basal
DMEM/F-12, HEPES



medium
(product name, manufactured by



Thermo Fisher Scientific, Inc.)


Culture
N-2 Supplement (100X)
Using amount: an amount that provides a


medium
(product name, manufactured by
concentration diluted by 200-fold with


supplement
Thermo Fisher Scientific, Inc.)
respect to the basal medium



B-27 ® Serum-free Supplement
Using amount: an amount that provides a



(product name, manufactured by
concentration diluted by 100-fold with



Thermo Fisher Scientific, Inc.)
respect to the basal medium



MEM Non-Essential Amino Acids
Using amount: an amount that provides a



Solution (100X)
concentration diluted by 200-fold with



(product name, manufactured by
respect to the basal medium



Thermo Fisher Scientific, Inc.)



2-mercaptoethanol
Using amount: an amount that provides a



(product name, manufactured by
concentration diluted by 1,000-fold with



Thermo Fisher Scientific, Inc.)
respect to the basal medium



Insulin Solution, Human, Recombinant
Final concentration: 2.5 μg/mL



(product name, manufactured by



FUJIFILM Wako Pure Chemical



Corporation)









From FIG. 1, it was shown that in the human iPS cell cultures with inoculation densities of 17.1×103 cells/cm2 and 34.3×103 cells/cm2 the morphological evaluation of the cell aggregate is +1 or more, which is favorable.


Experimental Example 3

(Influence of Number of Passages of Human iPS Cells)


In Experimental Example 1, neuroepithelial cells were produced in the same manner as in Experimental Example 1 and Experimental Example 2, except that human iPS cells with the number of passages shown in FIG. 4 were used. FIG. 3 shows the bright field images obtained with the optical microscope and the morphological evaluation of the cell aggregates.


As shown in FIG. 3, in the human iPS cell culture with an inoculation density of 34.3×103 cells/cm2, the morphological evaluation of the cell aggregate was +1 or more in a case where human iPS cells with any number of passages were used, which was favorable.


Experimental Example 4

(Production of Cerebral Organoids and Measurement of Expressed Genes Thereof by RT-qPCR)


Cell aggregates were formed using human iPS cultures of a sample A1 (low inoculation density: 1.4×103 cells/cm2) and a sample A5 (high inoculation density: 34.3×103 cells/cm2), obtained in Experimental Example 1, according to the same operation as in Experimental Example 2.


Subsequently, the contents of the wells were transferred to 50 mL Falcon™ conical tubes (manufactured by Corning Incorporated) containing 10 mL of PBS. Subsequently, mixing with inversion was carried out 5 times, the culture medium 2 was removed by removing the supernatant, and the cell aggregates were collected. Thirty collected cell aggregates and 30 mL of the culturing medium 3 having the composition shown in Table 6 were added to a single-use bioreactor (ABLE Corporation) and subjected to suspension culturing with stirring to produce cerebral organoids. The culture medium was exchanged every 4 days.


The total RNA of the cerebral organoids was extracted using a commercially available kit (product name: “RNeasy PlusMini Kit”, QIAGEN N.V.). In addition, the concentration of the total RNA was measured using NanoDrop (product name, Thermo Fisher Scientific, Inc.). Subsequently, the total RNA was reverse transcribed with RT Master Mix (product name, TOYOBO Co., Ltd.) and a Nuclease free water to synthesize cDNA.


Premix Ex Taq (product name, Takara Bio Inc.) and ROX Reference Dye II (product name, Takara Bio Inc.) were added to the above cDNA to prepare a reaction solution. Subsequently, using a real-time PCR system (product name “ViiA7”, Thermo Fisher Scientific, Inc.), the RT-qPCR analysis of the reaction solution was carried out, and the expression levels of regional markers (telencephalon: FOXG1, retina: OTX2), nerve cell markers of the cerebral cortex (SATB2, CTIP2), and a neural stem cell marker (PAX6) were measured. The measurement results are shown in FIG. 4 ((A): FOXG1, (B): OTX2, (C): SATB2, (D): CTIP2, (E): PAX6). The expression level of cerebral organoids derived from the human iPS culture of the sample A1 (low inoculation density: 1.4×103 cells/cm2) is set to 1, and the expression level of cerebral organoids derived from the human iPS culture of the sample A5 (high inoculation density: 34.3×103 cells/cm2) is shown.


In a case of cerebral organoids derived from the human iPS culture of the sample A5 (high inoculation density: 34.3×103 cells/cm2), the expression level of FOXG1 was high as compared with cerebral organoids derived from the human iPS culture of the sample A1 (low inoculation density: 1.4×103 cells/cm2), whereas the expression level of OTX2 was low. This suggested that the differentiation to the retina has not proceeded as compared with cerebral organoids derived from the human iPS culture with the low inoculation density but that the differentiation to the telencephalon has proceeded. In addition, in cerebral organoids derived from the human iPS culture with the high inoculation density, the expression levels of SATB2 and CTIP2 were high, but the expression level of PAX6 was low as compared with cerebral organoids derived from the human iPS culture with the low inoculation density. This suggested that there are more cells differentiated into the cerebral cortex but there are fewer cells differentiated into the neural stein cells as compared with cerebral organoids derived from the human iPS culture with the low inoculation density.


Further, by fluorescent immunostaining of sections of cerebral organoids derived from the human iPS cultures of the sample A1 (low inoculation density: 1.4×103 cells/cm2) and the sample A5 (high inoculation density: 34.3×103 cells/cm2), the expression of proteins of SATB2, CTIP2, and PAX6 was checked (see FIG. 5: fluorescent immunostaining images of cerebral organoids derived from the human iPS culture with the low inoculation density, and FIG. 6: fluorescent immunostaining images of cerebral organoids derived from the human iPS culture with the high inoculation density).


As shown in FIG. 5 and FIG. 6, regarding the protein expression level as well which was similar to the mRNA expression level, it was confirmed that, in cerebral organoids derived from the human iPS culture with the high inoculation density, the expression levels of SATB2 and CTIP2 are high, but the expression level of PAX6 is low as compared with cerebral organoids derived from the human iPS culture with the low inoculation density.


Experimental Example 5

(Measurement of Metabolites of Culture of Pluripotent Stem Cells by Metabolome Analysis)


Each of human iPS cell cultures of sample names “30-3-13”, “30-3-14”, “30-3-15”, “33-72-16”, “33-72-17”, and “33-72-18” was prepared in the same manner as in Experimental Example 1, except that the inoculation was carried out at the number of passages and inoculation density shown in Table 7 below.


The metabolome analysis of each human iPS cell culture was carried out, and the measurement of the metabolite amounts (Table 8-1 to Table 8-14 and Table 9), and the creation of Heat Map according to HCA (FIG. 7A to FIG. 7G) were carried out. Table 8-1 to Table 8-14 show the total metabolite data of candidate compounds from the metabolome analysis of each of the human iPS cell cultures of sample names “30-3-13”, “30-3-14”, “30-3-15”, “33-72-16”, “33-72-17”, and “33-72-18” in Experimental Example 5. Table 9 shows the results of carrying out the calculation with respect to metabolites which shows a variation in Table 8-1 to Table 8-14. In Table 8-1 to Table 8-14 and Table 9, ID consists of the first letter of the measurement mode and a serial number, where C indicates the cation mode, and A indicates the anion mode. “N.D.” is an abbreviation for Not Detected and indicates that the corresponding metabolite is below the detection limit although it is an analysis target. “N.A.” is an abbreviation for Not Available and indicates that the corresponding metabolite cannot be calculated due to lack of data although it is a calculation target. The ratio of detection average values between the two groups was calculated using the latter as the denominator. Welch's t-test p-values and ranges thereof were <0.05 for *, <0.01 for **, and <0.001 for ***. In FIG. 7A to FIG. 7G, ID consists of the first letter of the measurement mode and a serial number, where C indicates the cation mode, and A indicates the anion mode. “Compound name” of “HMT DB” indicates a candidate compound obtained by matching the m/z and MT of the detected peak against the HMT database. “Standardized Relative Area” is a value obtained by standardizing the relative area of the detected peak, and cps (2-52) was substituted for the ND of the original data in order to calculate the distance.













TABLE 7







Sample name
Inoculation density
Number of passages




















30-3-13
 3 × 104
30



30-3-14
 3 × 104
30



30-3-15
 3 × 104
30



33-72-16
72 × 104
33



33-72-17
72 × 104
33



33-72-18
72 × 104
33


















TABLE 8-1








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0007
1,3-Diaminopropane
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0018
1-Methyl-2-pyrrolidone
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0094
1-Methyl-4-imidazoleacetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0218
1-Methyladenosine
  2.7
N.D.
N.D.
N.D.
3.1
2.2


C_0060
1-Methylhistamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0088
1-Methylnicotinamide
N.D.
N.D.
N.D.
N.D.
5.5
2.8


C_0175
11-Aminoundecanoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0194
2′-Deoxycytidine
12
  9.4
  9.6
6.6
11
7.1


A_0145
2,3-Diphosphoglyceric acid
29
22
24
23
26
23


C_0044
2,4-Diaminobutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0055
2,5-Dihydroxybenzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0031
2-Amino-2-methyl-1,3-propanediol
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0125
2-Aminoadipic acid
49
64
49
131
280
167


C_0024
2-Aminobutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0024
2-Aminoethylphosphonic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0027
2-Aminoisobutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0035
2-Hydroxy-4-methylvaleric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0011
2-Hydroxybutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0046
2-Hydroxyglutaric acid
N.D.
N.D.
N.D.
N.D.
17
13


A_0091
2-Isopropylmalic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0047
2-Methylserine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0059
2-Oxoadipic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0045
2-Oxoglutaric acid
N.D.
N.D.
N.D.
N.D.
50
N.D.


A_0017
2-Oxoisovaleric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0052
2-Phenylethylamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.

















TABLE 8-2








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





A_0098
2-Phosphoglyceric acid
N.D.
16
N.D.
N.D.
12
N.D.


A_0186
3′,5′-ADP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0164
3′-AMP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0211
3′-Dephospho CoA
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0068
3-(2-Hydroxyphenyl)propionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0067
3-(4-Hydroxyphenyl)propionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0022
3-Aminobutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0025
3-Aminoisobutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0016
3-Aminopropane-1,2-diol
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0061
3-Hydroxy-3-methylglutaric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0115
3-Hydroxyanthranilic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0012
3-Hydroxybutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0192
3-Hydroxykynurenine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0008
3-Hydroxypropionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0125
3-Indoxylsulfuric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0136
3-Methoxytyramine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0184
3-Methoxytyrosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0109
3-Methyladenine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0069
3-Phenyllactic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0051
3-Phenylpropionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
11


A_0099
3-Phosphoglyceric acid
N.D.
77
87
43
59
45


A_0034
3-Ureidopropionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0117
4-(β-Acetylaminoethyl)imidazole
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0044
4-Acetamidobutanoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0046
4-Amino-3-hydroxybutyric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.

















TABLE 8-3








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0169
4-Aminohippuric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0098
4-Guanidinobutyric acid
9.1
9.3
7.9
7.5
12
10


A_0018
4-Oxovaleric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0096
4-Pyridoxic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0224
5′-Deoxy-5′-methylthioadenosine
N.D.
N.D.
3.6
3.1
4.9
8 7


C_0071
5-Amino-4-oxovaleric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0041
5-Aminovaleric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0106
5-Hydroxyindoleacetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0128
5-Hydroxylysine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0188
5-Hydroxytryptophan
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0203
5-Methyl-2′-deoxycytidine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0059
5-Methylcytosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0029
5-Oxohexanoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0026
5-Oxoproline
432
1,439
540
377
474
356


C_0077
6-Aminohexanoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0147
6-Phosphogluconic acid
N.D.
N.D.
N.D.
4.8
N.D.
N.D.


C_0132
7-Methylguanine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0178
Acetyl CoA_divalent
N.D.
7.7
3.6
3.7
4.8
4.5


C_0085
Adenine
N.D.
N.D.
N.D.
2.8
3.1
2.1


C_0213
Adenosine
7.3
8.3
5.1
5.3
13
7.1


A_0191
Adenylosuccinic acid
N.D.
N.D.
N.D.
7.0
12
7.2


C_0177
ADMA
7.1
6.2
5.7
3.5
5.5
3.8


A_0185
ADP
299
370
438
424
754
454


A_0201
ADP-ribose
N.D.
N.D.
N.D.
N.D.
1.8
N.D.


C_0156
Adrenaline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0070
Agmatine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0013
Ala
1,062
1,396
1,108
583
976
644


C_0122
Ala-Ala
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0090
Allantoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0120
Allantoin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.

















TABLE 8-4








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0004
Aminoacetone
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0165
AMP
125
158
135
211
436
210


C_0050
Anserine_divalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0090
Anthranilic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0144
Arg
1,907
3,161
1.896
1,483
2,042
1,549


C_0225
Arg-Glu
N.D.
N.D.
4.4
3.5
6.0
3.9


C_0176
Arginine ethyl ester
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0223
Argininosuccinic acid
40
32
33
34
42
36


A_0135
Ascorbate 2-phospbate
102
570
117
54
77
57


A_0134
Ascorbate 2-sulfate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0079
Asn
615
949
620
353
620
403


C_0082
Asp
1,326
1,488
1,155
743
1,257
7S6


A_0198
ATP
1.895
2,415
2,096
1,424
1,988
1,689


A_0103
Azelaic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0023
Benzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0050
Benzoylformic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0043
Betaine
N.D.
N.D.
N.D.
N.D.
32
N.D.


C_0049
Betaine aldehyde_+H2O
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0121
Betonicine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0201
Biopterin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0132
Biotin
69
70
79
55
81
57


C_0197
Butyrylcarnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0020
Cadaverine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0170
Caffeine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0160
cAMP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0182
Carboxymethyllysine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0127
Carnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0193
Carnosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0176
CDP
32
43
50
45
34
44


A_0196
CDP-choline
75
86
81
54
88
53

















TABLE 8-5








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





A_0163
cGMP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0029
Choline
179
383
172
165
274
197


C_0072
cis-4-Hydroxyproline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0082
cis-Aconitic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0027
Citraconic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0047
Citramalic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0108
Citric acid
294
288
275
234
315
267


C_0148
Citrulline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0157
CMP
27
32
23
32
67
36


A_0172
CoA_divalent
N.D.
N.D.
N.D.
1.4
2.0
N.D.


C_0074
Creatine
38
42
52
174
293
222


C_0037
Creatinine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0194
CTP
241
323
267
129
208
160


C_0051
Cys
26
51
20
6.9
12
13


C_0150
Cys-Gly
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0191
Cystathionine
165
170
172
141
246
149


A_0076
Cysteic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0237
Cysteine glutathione disulfide
N.D.
163
N.D.
N.D.
N.D.
7.1


C_0202
Cystine
N.D.
14
N.D.
N.D.
N.D.
N.D.


C_0205
Cytidine
13
17
13
10
18
11


C_0034
Cytosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0197
dATP
N.D.
5.6
N.D.
3.2
4.9
4.4


A_0192
dCTP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0080
Decanoic acid
38
60
52
26
15
19


A_0199
dGTP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0170
Digalacturonic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0077
Dihydroxyacetone phosphate
220
263
165
267
382
267


C_0173
DOPA
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0116
Dopamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0175
dTDP
N.D.
N.D.
N.D.
4.5
7.5
N.D.

















TABLE 8-6








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





A_0202
dTDP-glucose
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0155
dTMP
6.1
4.5
N.D.
8.9
12
8.0


A_0193
dTTP
16
19
18
12
14
11


C_0096
Ectoine
ND
N.D.
N.D.
N.D.
N.D.
N.D.


A_0118
Erythrose 4-phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0003
Ethanolamine
185
287
59
47
239
57


A_0042
Ethanolamine phosphate
4,086
4,522
4,546
3,834
5,007
3,728


A_0114
Ferulic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0190
FMN
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0065
Formylanthranilic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0162
Fructose 1,6-diphosphate
666
847
535
1,161
1,764
1,060


A_0140
Fructose 6-phosphate
20
26
19
30
52
28


A_0016
Fumaric acid
151
129
134
108
112
96


C_0028
GABA
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0146
Galacturonate 1-phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0188
GDP
80
101
111
no
191
110


C_0101
Gln
6,634
12,814
6,857
4,165
6,354
4,558


C_0103
Glu
6,838
7,961
7,215
3,356
5,754
3,775


C_0216
Glu-Glu
16
19
16
15
20
15


A_0116
Gluconic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0136
Glucosamine 6-phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0171
Glucosaminic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0138
Glucose 1-phosphate
73
89
72
54
89
54


A_0139
Glucose 6-phosphate
36
36
34
61
81
51


A_0033
Glutaric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0227
Glutathione (GSH)
385
191
339
114
205
130


C_0226
Glutathione (GSSG)_divalent
319
440
458
212
364
272


C_0008
Gly
2.452
3.323
2,593
1.630
2,604
1,766


C_0167
Gly-Asp
17
15
15
13
20
14


C_0078
Gly-Gly
18
19
20
14
21
17

















TABLE 8-7








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0161
Gly-Leu
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0078
Glyceraldehyde 3-phosphate
99
91
82
120
150
136


A_0013
Glyceric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0079
Glycerol 3-phosphate
61
62
55
37
69
36


C_0211
Glycerophosphocholine
96
102
103
64
129
76


A_0003
Glycolic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0001
Glyoxylic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0167
GMP
33
51
33
47
80
45


A_0200
GTP
519
665
559
375
591
431


C_0146
Guanidinosuccinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0040
Guanidoacetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0111
Guanine
13
N.D.
17
N.D.
7.5
N.D.


C_0219
Guanosine
17
20
16
13
27
13


A_0030
Heptanoic acid
N.D.
N.D.
7.9
4.6
4.3
5.6


A_0093
Hippuric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0118
His
306
663
292
157
270
186


C_0220
His-Glu
N.D.
N.D.
N.D.
N.D.
ND
1.9


C_0035
Histamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0095
Histidinol
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0163
Homoarginine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0166
Homocitrulline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0095
Homocysteic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0083
Homocysteine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0048
Homoserine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0094
Homovanillic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0073
Hydroxyproline
N.D.
N.D.
N.D.
9.4
12
9.4


C_0033
Hypotaurine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0086
Hypoxanthine
136
153
135
30
39
38


A_0187
IDP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0076
Ile
516
1,361
560
311
494
344

















TABLE 8-8








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0061
Imidazole-4-acetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0119
Imidazolelactic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0166
IMP
349
261
277
579
679
496


C_0141
Indole-3-acetamide
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0087
Indole-3-acetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0126
Indole-3-ethanol
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0215
Inosine
150
126
125
133
193
133


A_0025
Isethionic acid
N.D.
N.D.
N.D.
N.D.
5.1
3.5


C_0011
Isoamylamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0006
Isobutylamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0196
Isobutyrylcarnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0110
Isocitric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0106
Isoglutamic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0053
Isonicotinamide
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0055
Isonicotinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0209
Isovalerylcarnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0104
Kynurenic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0183
Kynurenine
21
16
20
25
37
26


A_0007
Lactic acid
6,898
8,099
7,767
3,483
4,366
3,537


C_0075
Leu
599
1,539
623
360
602
417


C_0236
Leu-Leu-Tyr
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0102
Lys
1,830
2,901
1,866
1,319
1,800
1,391


A_0039
m-Hydroxybenzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0015
Maleic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0036
Malic acid
484
397
398
374
429
351


A_0183
Malonyl CoA_divalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0198
Melatonin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0108
Met
134
322
155
80
129
93


C_0131
Methionine sulfoxide
N.D.
30
15
8.7
12
10


C_0005
Methylguanidine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.

















TABLE 8-9








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0068
Mevalolactone
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0048
Mevalonic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0123
Mucic acid
8.6
17
17
9.5
15
8.5


C_0038
Muscimol
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0137
myo-Inositol 2-phosphate
N.D.
N.D.
N.D.
8.7
6.2
7.2


C_0023
N,N-Dimethylglycine
N.D.
N.D.
N.D.
N.D.
N.D,
N.D.


C_0158
N,N-Dimethylhistidine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0032
N-Acetyl-β-alanine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0031
N-Acetylalanine
14
14
15
12
18
16


A_0084
N-Acetylasparagine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0086
N-Acetylaspartic acid
295
338
331
359
523
388


C_0190
N-Acetylglucosamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0151
N-Acetylglucosamine 1-phosphate
14
14
17
15
21
17


A_0152
N-Acetylglucosamine 6-phosphate
5.3
5.2
5.4
N.D.
4.5
3.1


A_0105
N-Acetylglutamic acid
N.D.
N.D.
N.D.
6.8
11
8.3


A_0102
N-Acetylglutamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0020
N-Acetylglycine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0174
N-Acetylhistidine
N.D,
N.D.
N.D.
N.D.
N.D.
N.D.


A_0081
N-Acetylleucine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0107
N-Acetylmethionine
N.D.
N.D.
N.D.
N.D.
1.2
N.D.


A_0153
N-Acetylneuraminic acid
10
13
14
13
16
15


C_0142
N-Acetylornithine
11
14
10
9.1
16
11


C_0069
N-Acetylputrescine
N.D.
N.D.
N.D.
2.5
4.3
2.3


A_0133
N-Acetyltryptophan
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0089
N-Carbamoylaspartic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0021
N-Ethylglycine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0092
N-Formylmethionine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0159
N-Glycolylneuraminic acid
ND
N.D.
N.D.
N.D.
N.D.
N.D.


C_0026
N-Methylalanine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0112
N-Methylanthranilic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.

















TABLE 8-10








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0124
N-Methylglutamic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0087
N-Methylnicotinamide
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0065
N-Methylproline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0019
N-Methylputrescine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0166
N-Methylserotonin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0145
N-Methyltryptamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0186
N-Methyltryptophan
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0208
Ntext missing or illegible when filed ,Ntext missing or illegible when filed -Diethylnorspermine
ND
N.D.
N.D.
N.D.
N.D.
N.D.


C_0067
Ntext missing or illegible when filed , Ntext missing or illegible when filed -Diethylspermine_divalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0195
Ntext missing or illegible when filed ,Ntext missing or illegible when filed -Diacetylspermidine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0159
Ntext missing or illegible when filed -Acetylspermidine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0207
Ntext missing or illegible when filed -Acetylspermine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0222
Ntext missing or illegible when filed -Glutathionylspermidine disulfide_trivalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0114
Ntext missing or illegible when filed -Methyl-4-pyridone-5-carboxamide
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0144
Ntext missing or illegible when filed -Phenylacetylglutamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0143
Ntext missing or illegible when filed -Ethylglutamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0165
Ntext missing or illegible when filed , Ntext missing or illegible when filed , Ntext missing or illegible when filed -Trimethyllysine
16
16
17
24
38
27


C_0162
Ntext missing or illegible when filed -Acetyllysine
N.D.
N.D.
N.D.
9.9
16
12


C_0123
Ntext missing or illegible when filed -Methyllysine
11
17
9.8
7.3
7.2
6.1


C_0160
Ntext missing or illegible when filed -Acetylspermidirie
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0209
NAD*
212
212
225
219
281
205


A_0212
NADP*
N.D.
7,7
5.0
3.6
5.4
3.2


C_0054
Nicotinamide
17
48
22
10
14
12


C_0129
Nicotine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0056
Nicotinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.






text missing or illegible when filed indicates data missing or illegible when filed















TABLE 8-11








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0230
NMN
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0140
Noradrenaline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0157
Normetanephrine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0164
Ntext missing or illegible when filed -Hethyiarginine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0180
O-Acetylcarnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0105
O-Acetylserine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0063
o-Coumaric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0040
o-Hydroxybenzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0115
o-Hydroxyhippuric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0097
O-Phosphoserine
51
55
55
28
59
26


A_0126
O-Succinylhomoserine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0221
Octanoylcarnitine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0080
Ornithine
190
194
212
74
110
87


A_0057
Orotic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0006
Oxamic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0091
p-Aminobenzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0052
p-Anisic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0064
p-Coumaric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0041
p-Hydroxybenzoic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0075
p-Hydroxymandellc acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0054
p-Hydroxyphenylacetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0127
Pantothenic acid
112
136
112
124
171
128


C_0152
Paraxanthine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0058
Pelargonic acid
42
47
51
32
24
28


A_0070
Perillic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0133
Phe
326
804
334
196
322
223


A_0112
Phenaceturic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D,


A_0053
Phenoxyacetic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0124
Phosphocreatine
N.D.
110
57
197
224
270


A_0072
Phosphoenolpyruvic acid
44
46
44
18
24
22






text missing or illegible when filed indicates data missing or illegible when filed















TABLE 8-12








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30 -3-15
33-72-16
33-72-17
33-72-18





A_0056
Phosphoglycolic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0155
Phosphorylcholine
1,811
1.958
2,221
1,581
2,507
1.766


C_0057
Picolinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0060
Pimelic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0066
Pipecolic acid
N.D.
N.D.
N.D.
N.D.
4.0
N.D.


C_0010
Piperidine
N.D.
N.D.
ND
N.D.
N.D.
N.D.


C_0039
Pro
1,339
1,706
1,364
860
1,330
917


A_0002
Propionic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0179
Propionyl CoA_divalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0173
PRPP
N.D.
N.D.
N.D.
19
18
18


C_0130
Pterin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0012
Putrescine
N.D.
29
N.D.
N.D.
9.1
N.D.


C_0135
Pyridoxal
N.D.
N.D.
3.2
N.D.
3 2
2.9


C_0137
Pyridoxamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0210
Pyridoxamine 5′-phosphate
N.D.
N.D.
6.7
4.0
6.2
4.6


C_0139
Pyridoxine
12
33
14
7.7
12
8.9


A_0004
Pyruvic add
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0111
Quinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0071
Quinolinic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0232
Riboflavin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0130
Ribose 5-phosphate
N.D.
11
N.D.
6.8
8.5
6.7


A_0154
Ribulose 1,5-diphosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0129
Ribulose 5-phosphate
32
22
27
24
28
26


C_0234
S-Adenosylhomocysteine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0235
S-Adenosylmethionine
61
61
65
54
76
56

















TABLE 8-13








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0233
S-Lactoyiglutathione
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0084
S-Methylcysteine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0120
S-Sulfocysteine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_9217
Saccharopine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0014
Sarcosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0178
SDMA
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0121
Sebacic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0150
Sedoheptulose 7-phosphate
N.D.
N.D.
N.D.
4.3
5.9
N.D.


C_0030
Ser
1,397
2.194
1,498
974
1.525
1,064


C_0199
Ser-Glu
9.0
8.6
7.4
6.1
9.7
5.9


C_0149
Serotonin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0083
Shikimic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0143
Sorbitol 6-phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0100
Spermidine
7.4
19
7.3
7.6
14
8.6


C_0179
Spermine
N.D.
24
N.D.
15
30
14


C_0097
Stachydrine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0085
Suberic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0021
Succinic acid
N.D.
N.D.
N.D.
46
48
N.D.


A_0180
Sucrose 6′-phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0049
Tartaric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0056
Taurine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0134
Taurocyamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0212
Thiamine
45
123
41
26
32
26


C_0231
Thiamine phosphate
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0081
Thiaproline
22
69
18
15
25
11


C_0045
Thr
1,019
1,943
1,043
566
975
680


C_0200
Thr-Asp
11
if
12
8.1
13
9.5


C_0107
threo-β-Methylaspartic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0037
Threonic acid
102
156
147
112
137
97


C_0204
Thymidine
N.D.
ND,
N.D.
N.D.
N.D.
N.D.

















TABLE 8-14








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





C_0062
Thymine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0187
trans-Zeatin
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0181
Trehalose 6-phosphate
287
279
184
173
206
186


C_0089
Trigonelline
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0001
Trimethylamine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0009
Trimethylamine N-oxide
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0181
Trp
54
143
59
28
44
33


C_0154
Tyr
302
758
324
177
301
210


C_0138
Tyr-Arg_divalent
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0228
Tyr-Glu
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0092
Tyramine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0172
Tyrosine methyl ester
N.D.
N D.
N.D.
N.D.
N.D.
N.D.


A_0177
UDP
75
95
101
108
202
111


A_0204
UDP-glucuronic acid
157
298
200
154
239
157


A_0158
UMP
51
58
54
82
146
73


C_0036
Uracil
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0002
Urea
1,040
953
896
N.D.
321
274


A_0073
Uric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0206
Uridine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0093
Urocanic acid
5.6
N.D.
N.D.
N.D.
N.D.
N.D.


A_0195
UTP
552
727
602
390
544
436


C_0042
Val
683
1,585
699
374
591
429


A_0009
Valeric acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0074
Vanillic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0117
Vanillylmandelic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0113
Xanthine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0149
Xanthosine
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0122
Xanthurenic acid
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


A_0168
XMP
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0015
β-Ala
53
49
59
66
114
79


C_0185
β-Ala-Lys
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0153
β-Tyr
N.D.
N.D.
N.D.
N.D.
N.D.
N.D.


C_0099
γ-Butyrobetaine
N.D.
N.D.
N.D.
4.1
6.0
4.3

















TABLE 9








Concentration (pmol/106 cells)














ID
Metabolite
30-3-13
30-3-14
30-3-15
33-72-16
33-72-17
33-72-18





A_0078
Glyceraldehyde 3-phosphate
99
91
82
120
150
136


A_0105
N-Acetylglutamic acid
N.D.
N.D.
N.D.
6.8
11
8.3


A_0124
Phosphocreatine
N.D.
110
57
197
224
270


A_0137
myo-Inositol 2-phosphate
N.D.
N.D.
N.D.
8.7
6.2
7.2


A_0139
Glucose 6-phosphate
36
36
34
61
81
51


A_0140
Fructose 6-phosphate
20
26
19
30
52
28


A_0155
dTMP
6.1
4.5
N.D.
8.9
12
8.0


A_0157
CMP
27
32
23
32
67
36


A_0158
UMP
51
58
54
82
146
73


A_0162
Fructose 1,6-diphosphate
666
847
585
1,161
1,764
1,060


A_0165
AMP
125
158
135
211
436
210


A_0166
IMP
349
261
277
579
679
496


A_0167
GMP
33
51
33
47
80
45


A_0173
PRPP
N.D.
N.D.
N.D.
19
18
18


A_0177
UDP
75
95
101
108
202
111


A_0185
ADP
299
370
438
424
754
454


A_0191
Adenylosuccinic acid
N.D.
N.D.
N.D.
7.0
12
7.2


C_0015
β-Ala
53
49
59
66
114
79


C_0069
N-Acetylputrescine
N.D.
N.D.
N.D.
2.5
4.3
2.3


C_0073
Hydroxyproline
N.D.
N.D.
N.D.
9.4
12
9.4


C_0074
Creatine
38
42
52
174
293
222


C_0085
Adenine
N.D.
N.D.
N.D.
2.8
3.1
2.1


C_0099
γ-Butyrobetaine
N.D.
N.D.
N.D.
4.1
6.0
4.3


C_0125
2-Aminoadipic acid
49
64
49
131
280
167


C_0162
Ntext missing or illegible when filed -Acetyllysine
N.D.
N.D.
N.D.
9.9
16
12


C_0165
Ntext missing or illegible when filed ,Ntext missing or illegible when filed ,Ntext missing or illegible when filed -Trimethyllysine
16
16
17
24
38
27


C_0183
Kynurenine
21
16
20
25
37
26






text missing or illegible when filed indicates data missing or illegible when filed







It has been confirmed that each human iPS cell culture produces such various metabolites as shown in Table 9.


INDUSTRIAL APPLICABILITY

According to the method of culturing human induced pluripotent stem cells according to the present embodiment, it is possible to form a culture of human induced pluripotent stem cells which is suitable for the formation of cell aggregates having neuroepithelial cells that have budded layeredly.

Claims
  • 1. A method of culturing human induced pluripotent stem cells, comprising inoculating human induced pluripotent stein cells in a culture medium at an inoculation density of 1.0×104 to 1.0×106 cells/cm2 in a culture vessel and subjecting the human induced pluripotent stem cells to two-dimensional culturing.
  • 2. The method of culturing human induced pluripotent stem cells according to claim 1, wherein the two-dimensional culturing includes culturing in a culture medium that contains a Rho kinase inhibitor.
  • 3. The method of culturing human induced pluripotent stem cells according to claim 1, wherein the two-dimensional culturing includes culturing in a culture medium that does not contain a Rho kinase inhibitor.
  • 4. The method of culturing human induced pluripotent stem cells according to claim 1, wherein a confluency after the two-dimensional culturing is 70% to 100% by area.
  • 5. The method of culturing human induced pluripotent stem cells according to claim 1, wherein the culture vessel is a culture vessel subjected to a surface treatment that improves cell adhesiveness.
  • 6. A method of producing cerebral organoids, comprising: culturing a culture of the human induced pluripotent stem cells obtained by the method of culturing human induced pluripotent stem cells according to claim 1 in a culture medium containing a BMP inhibitor and a transforming growth factor β (TGFβ) inhibitor to form cell aggregates;culturing the cell aggregates in a culture medium containing a Wnt signal transduction pathway potentiator and an extracellular matrix; andsubjecting the culturing obtained in the culturing the cell aggregates to spinner culturing.
  • 7. The method of producing cerebral organoids according to claim 6, wherein the spinner culturing is spinner culturing in a culture medium that does not contain the extracellular matrix.
  • 8. A culture of human induced pluripotent stem cells, which produces three or more metabolites selected from the group consisting of metabolites shown in Table 1, where a production amount of each of the metabolites is within a range shown in Table 1,
  • 9. The culture of human induced pluripotent stem cells according to claim 8, wherein the metabolites include adenylosuccinic acid.
  • 10. The culture of human induced pluripotent stem cells according to claim 8, wherein the metabolites include inosine monophosphate.
  • 11. The culture of human induced pluripotent stem cells according to claim 8, wherein the metabolites include adenosine monophosphate.
Priority Claims (1)
Number Date Country Kind
2020-140133 Aug 2020 JP national
Continuations (1)
Number Date Country
Parent PCT/JP2021/030516 Aug 2021 US
Child 18107597 US